Single Cell Preterm Dataset

The dataset is a CyTOF preterm women dataset, which collected 42 thousand cells across 36 dimensions from 42 samples\cite{peterson2021single}. The patients ranged from 17 preterm women and 25 term women, which is defined as the predicted label. The covariate of the preterm dataset includes gestational age, history of miscarriage, and the record of preeclampsia. Here is the file structure that fits in CytoCo-set input format (symbol "X(____)X" defined as file name describe): data folder csv_info.csv filenames_X(trials_number)X.json preterm_csv all X(sample_file_name)X.csv test_labels_X(trials_number)X.csv train_labels_X(trials_number)X.csv marker.csv tripletlists_X(covariate)X_X(trials_number)X X(covariate)X_tripletlist_subpick_test_rffX(medianpooling_or_maxpooling)X_sameX(same_threhold_percange)X_diffX(diff_threhold_percange)X.txt X(covariate)X_tripletlist_subpick_trainval_rffX(medianpooling_or_maxpooling)X_sameX(same_threhold_percange)X_diffX(diff_threhold_percange)X.txt The dataset uploaded all the sample's raw features data (csv file in "all" file) and some file examples. csv_info.csv records all sample's true labels and covariates.本数据集为质谱流式细胞术（CyTOF）早产女性数据集，共从42份样本的36个维度中采集了42000个细胞[引用自peterson2021single]。该数据集的受试对象包括17名早产女性与25名足月分娩女性，其预测标签即基于此分组定义。该早产数据集的协变量（covariate）包括胎龄、流产史以及子痫前期（preeclampsia）记录。 以下为适配CytoCo-set输入格式的文件结构（其中符号“X(____)X”用于标注文件名描述项）： 数据文件夹 ├─ csv_info.csv ├─ filenames_X(trials_number)X.json └─ preterm_csv ├─ all │ └─ X(sample_file_name)X.csv ├─ test_labels_X(trials_number)X.csv ├─ train_labels_X(trials_number)X.csv ├─ marker.csv └─ tripletlists_X(covariate)X_X(trials_number)X ├─ X(covariate)X_tripletlist_subpick_test_rffX(medianpooling_or_maxpooling)X_sameX(same_threshold_percentage)X_diffX(diff_threshold_percentage)X.txt └─ X(covariate)X_tripletlist_subpick_trainval_rffX(medianpooling_or_maxpooling)X_sameX(same_threshold_percentage)X_diffX(diff_threshold_percentage)X.txt 本数据集已上传所有样本的原始特征数据（存放于"all"文件夹内的CSV文件）与部分示例文件。csv_info.csv记录了所有样本的真实标签及协变量信息。